3653. Asynchronous Dynamic Level-Set Stabilized Benders’ Decomposition for Large Scale Energy Planning Problems
Invited abstract in session ME-52: Decomposition approaches and structure-aware energy system optimization, stream Energy Markets & Systems.
Monday, 14:15-15:45Room: KOL – PC Raum 1
Authors (first author is the speaker)
| 1. | Anthony Papavasiliou
|
| Electrical and Computer Engineering, National Technical University of Athens |
Abstract
In this work, we propose an asynchronous Benders’ decomposition algorithm with dynamic level-set stabilization for large-scale stochastic energy planning problems. The method relaxes the synchronization condition imposed by standard synchronous stabilized Benders’ decomposition schemes, allowing subproblems to be solved asynchronously and in parallel with the two master problems. By exploiting partial subproblem information without waiting for a fully synchronized iteration, the proposed approach reduces idle time and improves high-performance computing resource utilization.
Keywords
- Applications, Energy
- Power System Planning
- Stochastic Optimization
Status: accepted
Back to the list of papers